Decision Support System for Selection of Outstanding Students at Angkasa Maros High School Using the TOPSIS Method

Authors

  • Vivek Sharma Sathyabama Institute of Science and Technology
  • Nardo Azalio Bangri Universitas Teknologi Akba Makassar
  • Akbar Iskandar Universitas Teknologi Akba Makassar

Keywords:

Decision support system, Student selection criteria, TOPSIS Method, Effective system implementation
doi https://doi.org/10.56134/cje.v3i1.92

Abstract

This study aims to develop a Decision Support System (DSS) to aid in the selection of outstanding students at Angkasa Maros High School. The TOPSIS method was selected for its capability to handle diverse criteria, enabling assessments based on academic and non-academic achievements, leadership qualities, and positive attitudes. Data were collected through observational and documentary methods, gathering student achievement data and other relevant factors, which were then inputted into the system to compute relative scores for each student based on predetermined criteria weights. This process resulted in a ranking of students according to their performance against these criteria. The research findings indicated that the DSS achieved an overall percentage score of 90.3% in selecting outstanding students using the TOPSIS method, demonstrating effective system implementation and significant benefits in the student selection process. The study's outcomes are expected to provide objective and accurate recommendations for selecting outstanding students at Angkasa Maros High School, serving as a guide for the school in identifying students with high potential and facilitating more effective and efficient decision-making. Additionally, the research offers valuable insights for Angkasa Maros High School to enhance educational quality, maximize student potential development, and produce graduates capable of competing at national and international levels.

Downloads

Download data is not yet available.

References

Abduloh, S. P., Suntoko, M. P., Purbangkara, T., Abikusna, A., & others. (2022). Peningkatan dan pengembangan prestasi belajar peserta didik. uwais inspirasi indonesia.

Adit, A. (2020). Kemendikbud: Ini Kiat Jadi Pelajar Berprestasi. Edukasi Kompas.Com. https://edukasi.kompas.com/read/2020/10/25/081237071/kemendikbud-ini-kiat-jadi-pelajar-berprestasi

Agung, H., & Ricky, R. (2016). Aplikasi Sistem Pendukung Keputusan Untuk Pemilihan Siswa Teladan Menggunakan Metode Topsis. Jurnal Ilmiah FIFO, 8(2), 112–126. https://doi.org/https://doi.org/10.22441/fifo.v8i2.1306

Ali, N. H., Shukur, Z., & Idris, S. (2007). A design of an assessment system for UML class diagram. 2007 International Conference on Computational Science and Its Applications (ICCSA 2007), 539–546. https://doi.org/https://doi.org/10.1109/ICCSA.2007.2

Ardiansyah, H. (2017). Sistem Penunjang Keputusan Pemilihan Guru Terbaik dengan Metode TOPSIS (Technique for Order Preference by Similarity to Ideal Solution) Studi Kasus: SDN Bendungan Hilir 01 Pagi Jakarta Pusat. J. Inform. Univ. Pamulang, 2(2), 89. https://doi.org/https://doi.org/10.32493/informatika.v2i2.1510

Arsara, C. T., & others. (2023). Manajemen Peserta Didik Dalam Peningkatan Prestasi Non Akademik di SMA Negeri 1 Ingin Jaya. UIN Ar-Raniry Banda Aceh.

Berardi, D., Calvanese, D., & De Giacomo, G. (2005). Reasoning on UML class diagrams. Artificial Intelligence, 168(1–2), 70–118. https://doi.org/https://doi.org/10.1016/j.artint.2005.05.003

Bittner, K., & Spence, I. (2003). Use case modeling. Addison-Wesley Professional.

Booch, G., Jacobson, I., Rumbaugh, J., & others. (1996). The unified modeling language. Unix Review, 14(13), 5.

Booch, G., Rumbaugh, J., & Jacobsen, I. (1997). UML: unified modeling language. Versão.

Brown, G. T. L. (2004). Teachers’ conceptions of assessment: Implications for policy and professional development. Assessment in Education: Principles, Policy & Practice, 11(3), 301–318. https://doi.org/https://doi.org/10.1080/0969594042000304609

Code, R. S. (2022). Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS). https://rumahsourcecode.com/metode/topsis

Dahlan, A. (2015). Prinsip-Prinsip Penilaian Pendidikan. Eureka Pendidikan. https://eurekapendidikan.com/prinsip-prinsip-penilaian-pendidikan/

Darmawan, F. R., Amalia, E. L., & Rosiani, U. D. (2021). Penerapan Metode Topsis pada Sistem Pendukung Keputusan untuk Kota yang Menerapkan Pembatasan Sosial Berskala Besar yang di Sebabkan Wabah Corona. Jurnal Sistem Dan Teknologi Informasi (Justin), 9(2), 250. https://doi.org/10.26418/justin.v9i2.43896

Dennis, A., Wixom, B., & Tegarden, D. (2015). Systems analysis and design: An object-oriented approach with UML. John wiley & sons.

Eliyana, I., Sari, P., & Pertiwi, W. (2020). Pemanfaatan Metode Topsis Dalam Mendukung Keputusan Memilih Sekolah Menangah Atas atau Kejuruan Terbaik. 11(03).

Evans, A. S. (1998). Reasoning with UML class diagrams. Proceedings. 2nd IEEE Workshop on Industrial Strength Formal Specification Techniques, 102–113.

Fitriana, A. N., Harliana, H., & Handaru, H. (2015). Sistem pendukung keputusan untuk menentukan prestasi akademik siswa dengan metode TOPSIS. Creative Information Technology Journal, 2(2), 153–164. https://doi.org/https://doi.org/10.24076/citec.2015v2i2.45

Fowler, M. (2018). UML distilled: a brief guide to the standard object modeling language. Addison-Wesley Professional.

Jacobson, L., & Booch, J. R. G. (2021). The unified modeling language reference manual.

Kantinit. (2022). Metode TOPSIS: Pengertian, Cara Kerja dan Penerapannya. Kantinit.Com. https://kantinit.com/kecerdasan-buatan/metode-topsis-pengertian-cara-kerja-dan-penerapannya/

Kompasiana. (2024). Metode Topsis dalam Membantu Pengambilan Keputusan. Kompasiana.Com. https://www.kompasiana.com/nimasliankusuma0701/6674d81034777c0e22162673/metode-topsis-dalam-membantu-pengambilan-keputusan

Kusumah, W. (2015). Guru Harus Mampu Memberikan Penilaian Obyektif kepada Siswa. Kompasiana.Com. https://www.kompasiana.com/wijayalabs/550e99e5813311892cbc67ce/guru-harus-mampu-memberikan-penilaian-obyektif-kepada-siswa

Lesmana, A. Y. (2021). Penggunaan Metode TOPSIS untuk Sistem Pendukung Keputusan Pemilihan Siswa Berprestasi di MAN 1 Metro. Jurnal Teknologi Terkini, 1(2).

Limbong, T. (2011). Sistem Pendukung Keputusan TOPSIS. https://www.academia.edu/4124656/Sistem_Pendukung_Keputusan_TOPSIS

Mufasirah, R., & others. (2021). Strategi Kepala Sekolah Dalam Peningkatan Prestasi Non Akademik Peserta Didik SMA Negeri 8 Banda Aceh. UIN Ar-Raniry.

Munthe, A. (2019). Sistem Pendukung Keputusan dengan Metode TOPSIS. Academia.Edu. https://www.academia.edu/39696241/SISTEM_PENDUKUNG_KEPUTUSAN_DENGAN_METODE_TOPSIS

Oktaviana, D. S. (2021). Peran Manajemen Kepala Madrasah Dalam Menumbuhkan Motivasi Belajar Siswa Di Mts Manahijul Ulum Plaosan Cluwak Pati. IAIN KUDUS.

Pettifor, J. L., & Saklofske, D. H. (2011). Fair and ethical student assessment practices. In Leading student assessment (pp. 87–106). Springer. https://doi.org/https://doi.org/10.1007/978-94-007-1727-5_5

Prasatya, I. (2024). Apa itu Pemilihan Mahasiswa Berprestasi (Pilmapres)? Studiliv.Com. https://studiliv.com/pemilihan-mahasiswa-berprestasi/

Quatrani, T., & Evangelist, U. M. L. (2003). Introduction to the Unified modeling language. A Technical Discussion of UML, 6(11), 3.

Rabudin. (2020). Bagaimana Melakukan Penilaian Terhadap Hasil Belajar? Detik Pendidikan. https://www.detikpendidikan.id/2020/12/penilaian-terhadap-hasil-belajar.html

Rahman, F. A. (2023). Manajemen Program Kesiswaan dalam Meningkatkan Prestasi Belajar Siswa di MAN 2 Ponorogo. IAIN Ponorogo.

Rahmawati, A. (2020). Metode TOPSIS. DosenIT.Com. https://dosenit.com/tag/metode-topsis

Riadi, M. (2022). Prestasi Akademik (Pengertian, Fungsi, Jenis, Ukuran dan Faktor yang Mempengaruhi). Kajianpustaka.Com. https://www.kajianpustaka.com/2021/03/prestasi-akademik.html

Scott, S., Webber, C. F., Lupart, J. L., Aitken, N., & Scott, D. E. (2014). Fair and equitable assessment practices for all students. Assessment in Education: Principles, Policy & Practice, 21(1), 52–70. https://doi.org/https://doi.org/10.1080/0969594X.2013.776943

Setiawan, I. (2023). Pentingnya Penilaian Objektif Dan Mendalam Dalam Pembelajaran Di Kelas. Man4pandeglang.Sch.Id. https://man4pandeglang.sch.id/blog/pentingnya-penilaian-objektif-dan-mendalam-dalam-pembelajaran-di-kelas/

Setiyani, L. (2021). Desain Sistem: Use Case Diagram. Prosiding Seminar Nasional Inovasi Dan Adopsi Teknologi (INOTEK), 1(1), 246–260.

Sikumbang, E. D., & Muhammad, I. M. (2021). Metode Topsis Dalam Sistem Pendukung Keputusan Pemilihan Siswa Berprestasi. J-SAKTI (Jurnal Sains Komputer Dan Informatika), 5(1), 481–490.

Sipayung, S. (2016). Sistem Pendukung Keputusan Metode TOPSIS. Academia.Edu. https://www.academia.edu/31852759/SISTEM_PENDUKUNG_KEPUTUSAN_Metode_TOPSIS_and_Contoh_Implementasi

Studynews.co.id. (2024). 12 Pengertian Prestasi Menurut Para Ahli, Macam, Sikap & Artinya. Studynews.Co.Id. https://www.studinews.co.id/12-pengertian-prestasi/

Sugianto. (2010). Pentingnya Motivasi Berprestasi Dalam Mencapai Keberhasilan Akademik.

Sunarti Rahman. (2021). Pentingnya Motivasi Belajar Dalam Meningkatkan Hasil Belajar. Prosiding Seminar Nasional Pendidikan Dasar, November, 289–302.

Sundari, S. (2015). Sistem Pendukung Keputusan Dengan Menggunakan Metode Topsis. STIKOM Tunas Bangsa. https://www.academia.edu/50584140/Sistem_Pendukung_Keputusan_Dengan_Menggunakan_Metode_Topsis

Syafi’i, A., Marfiyanto, T., & Rodiyah, S. K. (2018). Studi Tentang Prestasi Belajar Siswa Dalam Berbagai Aspek Dan Faktor Yang Mempengaruhi. Jurnal Komunikasi Pendidikan, 2(2), 115. https://doi.org/10.32585/jkp.v2i2.114

Syafnidawaty. (2020). Metode TOPSIS (Technique For Others Preference by Similarity to Ideal Solution). Raharja.Ac.Id. https://raharja.ac.id/2020/04/02/metode-topsis-technique-for-others-reference-by-similarity-to-ideal-solution/

Syah, M. E., & Pertiwi, D. S. (2024). Psikologi belajar. Feniks Muda Sejahtera.

Thabroni, G. (2022). Prestasi Belajar: Pengertian, Fungsi, Indikator & Faktor - serupa.id. Serupa.Id. https://serupa.id/prestasi-belajar-pengertian-fungsi-indikator-faktor/

Wicaksono, S. R. (2023). TOPSIS - Teori dan Implementasi. https://doi.org/10.5281/ZENODO.8035225

Wikipedia. (2023). Prestasi. Wikipedia. https://id.wikipedia.org/wiki/Prestasi

Published

2024-06-30
CITATION
DOI: 10.56134/cje.v3i1.92
Published: 2024-06-30

How to Cite

Vivek Sharma, Bangri, N. A., & Iskandar, A. (2024). Decision Support System for Selection of Outstanding Students at Angkasa Maros High School Using the TOPSIS Method. Ceddi Journal of Education, 3(1), 35–49. https://doi.org/10.56134/cje.v3i1.92

Issue

Section

Articles